Simulations details:
Each simulation (type x parameter x cov/no cov) takes about 100 minutes on my mac, parallellized on 3 cores.
Add a new chunk by clicking the Insert Chunk button on the toolbar or by pressing Cmd+Option+I.
Data about precresion/recal criteria has been extracted from simulations under frames “precrec.auc”, in each files. Column names are not straightforward:
var is the value of the parameter (ex: 10 nodes)param is the graph numberprecrec <- as_tibble(readRDS("~/simulations/Simu/PLNcov/erdos/d/precrec.rds"))
precrec
Smoothed curves including results for all graphs on a partiuclar value of the tested parameter. Here : numerber of nodes fixed at 10.
Mosaic plot of Precision/Recal curves for different values of the parameter (here number of nodes is 10, 16, 20 or 30), summary results on all generated graphs.